Overview

Brought to you by YData

Dataset statistics

Number of variables	55
Number of observations	505354
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	212.1 MiB
Average record size in memory	440.0 B

Variable types

Numeric	11
Categorical	44

Alerts

`Aspect` is highly overall correlated with `Hillshade_3pm`	High correlation
`Cover_Type` is highly overall correlated with `Soil_Type_9` and 1 other fields	High correlation
`Elevation` is highly overall correlated with `Soil_Type_39` and 2 other fields	High correlation
`Hillshade_3pm` is highly overall correlated with `Aspect` and 2 other fields	High correlation
`Hillshade_9am` is highly overall correlated with `Hillshade_3pm`	High correlation
`Hillshade_Noon` is highly overall correlated with `Hillshade_3pm`	High correlation
`Horizontal_Distance_To_Hydrology` is highly overall correlated with `Vertical_Distance_To_Hydrology`	High correlation
`Soil_Type_28` is highly overall correlated with `Wilderness_Area_0`	High correlation
`Soil_Type_39` is highly overall correlated with `Elevation`	High correlation
`Soil_Type_9` is highly overall correlated with `Cover_Type` and 2 other fields	High correlation
`Vertical_Distance_To_Hydrology` is highly overall correlated with `Horizontal_Distance_To_Hydrology`	High correlation
`Wilderness_Area_0` is highly overall correlated with `Soil_Type_28` and 1 other fields	High correlation
`Wilderness_Area_2` is highly overall correlated with `Wilderness_Area_0`	High correlation
`Wilderness_Area_3` is highly overall correlated with `Cover_Type` and 2 other fields	High correlation
`Wilderness_Area_1` is highly imbalanced (87.8%)	Imbalance
`Wilderness_Area_3` is highly imbalanced (62.2%)	Imbalance
`Soil_Type_0` is highly imbalanced (94.7%)	Imbalance
`Soil_Type_1` is highly imbalanced (92.1%)	Imbalance
`Soil_Type_2` is highly imbalanced (95.5%)	Imbalance
`Soil_Type_3` is highly imbalanced (88.7%)	Imbalance
`Soil_Type_4` is highly imbalanced (96.9%)	Imbalance
`Soil_Type_5` is highly imbalanced (90.0%)	Imbalance
`Soil_Type_6` is highly imbalanced (99.7%)	Imbalance
`Soil_Type_7` is highly imbalanced (99.5%)	Imbalance
`Soil_Type_8` is highly imbalanced (97.7%)	Imbalance
`Soil_Type_9` is highly imbalanced (70.0%)	Imbalance
`Soil_Type_10` is highly imbalanced (88.0%)	Imbalance
`Soil_Type_11` is highly imbalanced (67.5%)	Imbalance
`Soil_Type_12` is highly imbalanced (82.4%)	Imbalance
`Soil_Type_13` is highly imbalanced (99.1%)	Imbalance
`Soil_Type_14` is highly imbalanced (> 99.9%)	Imbalance
`Soil_Type_15` is highly imbalanced (95.4%)	Imbalance
`Soil_Type_16` is highly imbalanced (94.5%)	Imbalance
`Soil_Type_17` is highly imbalanced (96.5%)	Imbalance
`Soil_Type_18` is highly imbalanced (94.2%)	Imbalance
`Soil_Type_19` is highly imbalanced (87.5%)	Imbalance
`Soil_Type_20` is highly imbalanced (98.2%)	Imbalance
`Soil_Type_21` is highly imbalanced (71.0%)	Imbalance
`Soil_Type_22` is highly imbalanced (54.3%)	Imbalance
`Soil_Type_23` is highly imbalanced (78.8%)	Imbalance
`Soil_Type_24` is highly imbalanced (> 99.9%)	Imbalance
`Soil_Type_25` is highly imbalanced (95.8%)	Imbalance
`Soil_Type_26` is highly imbalanced (98.8%)	Imbalance
`Soil_Type_27` is highly imbalanced (98.0%)	Imbalance
`Soil_Type_29` is highly imbalanced (67.4%)	Imbalance
`Soil_Type_30` is highly imbalanced (72.2%)	Imbalance
`Soil_Type_31` is highly imbalanced (55.7%)	Imbalance
`Soil_Type_32` is highly imbalanced (64.5%)	Imbalance
`Soil_Type_33` is highly imbalanced (98.5%)	Imbalance
`Soil_Type_34` is highly imbalanced (97.3%)	Imbalance
`Soil_Type_35` is highly imbalanced (99.7%)	Imbalance
`Soil_Type_36` is highly imbalanced (99.3%)	Imbalance
`Soil_Type_37` is highly imbalanced (82.2%)	Imbalance
`Soil_Type_38` is highly imbalanced (85.5%)	Imbalance
`Soil_Type_39` is highly imbalanced (89.7%)	Imbalance
`Horizontal_Distance_To_Hydrology` has 21630 (4.3%) zeros	Zeros
`Vertical_Distance_To_Hydrology` has 34287 (6.8%) zeros	Zeros

Reproduction

Analysis started	2025-06-09 15:00:31.264640
Analysis finished	2025-06-09 15:01:45.188656
Duration	1 minute and 13.92 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

Elevation
Real number (ℝ)

High correlation

Distinct	1978
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2951.5881

Minimum	1859
Maximum	3858
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 MiB

Quantile statistics

Minimum	1859
5-th percentile	2381
Q1	2814
median	2987
Q3	3142
95-th percentile	3322
Maximum	3858
Range	1999
Interquartile range (IQR)	328

Descriptive statistics

Standard deviation	275.48424
Coefficient of variation (CV)	0.093334245
Kurtosis	1.0931128
Mean	2951.5881
Median Absolute Deviation (MAD)	163
Skewness	-0.89179409
Sum	1.4915968 × 10⁹
Variance	75891.569
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2968	1625	0.3%
2962	1613	0.3%
2991	1613	0.3%
2972	1609	0.3%
2978	1603	0.3%
2975	1599	0.3%
2988	1554	0.3%
2955	1524	0.3%
2965	1519	0.3%
2952	1514	0.3%
Other values (1968)	489581	96.9%

Value	Count	Frequency (%)
1859	1	< 0.1%
1860	1	< 0.1%
1861	1	< 0.1%
1863	1	< 0.1%
1866	1	< 0.1%
1867	1	< 0.1%
1868	1	< 0.1%
1871	3	< 0.1%
1872	4	< 0.1%
1873	1	< 0.1%

Value	Count	Frequency (%)
3858	2	< 0.1%
3857	1	< 0.1%
3856	1	< 0.1%
3853	1	< 0.1%
3852	1	< 0.1%
3851	2	< 0.1%
3850	1	< 0.1%
3849	4	< 0.1%
3848	1	< 0.1%
3846	6	< 0.1%

Aspect
Real number (ℝ)

High correlation

Distinct	361
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	154.78752

Minimum	0
Maximum	360
Zeros	4536
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	3.9 MiB

Quantile statistics

Minimum	0
5-th percentile	11
Q1	57
median	124
Q3	263
95-th percentile	344
Maximum	360
Range	360
Interquartile range (IQR)	206

Descriptive statistics

Standard deviation	112.6629
Coefficient of variation (CV)	0.72785521
Kurtosis	-1.2289254
Mean	154.78752
Median Absolute Deviation (MAD)	84
Skewness	0.41649173
Sum	78222490
Variance	12692.929
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
45	5854	1.2%
0	4536	0.9%
90	4111	0.8%
135	3443	0.7%
63	3320	0.7%
315	3236	0.6%
18	3077	0.6%
72	3071	0.6%
27	3071	0.6%
34	2521	0.5%
Other values (351)	469114	92.8%

Value	Count	Frequency (%)
0	4536	0.9%
1	1506	0.3%
2	1709	0.3%
3	1718	0.3%
4	2023	0.4%
5	1844	0.4%
6	1981	0.4%
7	1951	0.4%
8	1983	0.4%
9	2229	0.4%

Value	Count	Frequency (%)
360	49	< 0.1%
359	1220	0.2%
358	1566	0.3%
357	1643	0.3%
356	1801	0.4%
355	1725	0.3%
354	1784	0.4%
353	1732	0.3%
352	1782	0.4%
351	1938	0.4%

Slope
Real number (ℝ)

Distinct	67
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.767395

Minimum	0
Maximum	66
Zeros	621
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.9 MiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	8
median	13
Q3	18
95-th percentile	28
Maximum	66
Range	66
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.4737982
Coefficient of variation (CV)	0.5428622
Kurtosis	0.75038989
Mean	13.767395
Median Absolute Deviation (MAD)	5
Skewness	0.85685891
Sum	6957408
Variance	55.857659
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	30511	6.0%
11	30123	6.0%
12	29324	5.8%
9	29017	5.7%
13	28187	5.6%
8	27610	5.5%
14	25932	5.1%
15	24691	4.9%
7	24304	4.8%
6	22768	4.5%
Other values (57)	232887	46.1%

Value	Count	Frequency (%)
0	621	0.1%
1	3485	0.7%
2	7301	1.4%
3	10951	2.2%
4	15310	3.0%
5	19417	3.8%
6	22768	4.5%
7	24304	4.8%
8	27610	5.5%
9	29017	5.7%

Value	Count	Frequency (%)
66	1	< 0.1%
65	2	< 0.1%
64	1	< 0.1%
63	1	< 0.1%
62	2	< 0.1%
61	4	< 0.1%
60	2	< 0.1%
59	3	< 0.1%
58	1	< 0.1%
57	7	< 0.1%

Horizontal_Distance_To_Hydrology
Real number (ℝ)

High correlation Zeros

Distinct	551
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	266.15709

Minimum	0
Maximum	1397
Zeros	21630
Zeros (%)	4.3%
Negative	0
Negative (%)	0.0%
Memory size	3.9 MiB

Quantile statistics

Minimum	0
5-th percentile	30
Q1	108
median	216
Q3	379
95-th percentile	674
Maximum	1397
Range	1397
Interquartile range (IQR)	271

Descriptive statistics

Standard deviation	211.08873
Coefficient of variation (CV)	0.79309826
Kurtosis	1.6070835
Mean	266.15709
Median Absolute Deviation (MAD)	131
Skewness	1.188776
Sum	1.3450355 × 10⁸
Variance	44558.451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
30	29993	5.9%
0	21630	4.3%
150	18274	3.6%
60	16778	3.3%
67	13454	2.7%
42	12960	2.6%
108	12702	2.5%
85	12156	2.4%
90	9757	1.9%
120	9343	1.8%
Other values (541)	348307	68.9%

Value	Count	Frequency (%)
0	21630	4.3%
30	29993	5.9%
42	12960	2.6%
60	16778	3.3%
67	13454	2.7%
85	12156	2.4%
90	9757	1.9%
95	8120	1.6%
108	12702	2.5%
120	9343	1.8%

Value	Count	Frequency (%)
1397	1	< 0.1%
1390	2	< 0.1%
1383	2	< 0.1%
1382	1	< 0.1%
1376	1	< 0.1%
1371	1	< 0.1%
1370	1	< 0.1%
1369	1	< 0.1%
1368	2	< 0.1%
1361	2	< 0.1%

Vertical_Distance_To_Hydrology
Real number (ℝ)

High correlation Zeros

Distinct	692
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.002424

Minimum	-159
Maximum	601
Zeros	34287
Zeros (%)	6.8%
Negative	45771
Negative (%)	9.1%
Memory size	3.9 MiB

Quantile statistics

Minimum	-159
5-th percentile	-7
Q1	7
median	29
Q3	67
95-th percentile	164
Maximum	601
Range	760
Interquartile range (IQR)	60

Descriptive statistics

Standard deviation	57.90111
Coefficient of variation (CV)	1.2586535
Kurtosis	5.8017203
Mean	46.002424
Median Absolute Deviation (MAD)	26
Skewness	1.8979445
Sum	23247509
Variance	3352.5386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	34287	6.8%
3	8388	1.7%
10	8084	1.6%
7	7807	1.5%
13	7707	1.5%
6	7694	1.5%
4	7529	1.5%
5	6717	1.3%
16	6715	1.3%
23	6539	1.3%
Other values (682)	403887	79.9%

Value	Count	Frequency (%)
-159	2	< 0.1%
-158	1	< 0.1%
-156	1	< 0.1%
-154	1	< 0.1%
-153	2	< 0.1%
-152	2	< 0.1%
-151	1	< 0.1%
-150	1	< 0.1%
-149	1	< 0.1%
-147	1	< 0.1%

Value	Count	Frequency (%)
601	1	< 0.1%
599	1	< 0.1%
598	2	< 0.1%
597	3	< 0.1%
595	2	< 0.1%
592	1	< 0.1%
591	1	< 0.1%
590	2	< 0.1%
589	3	< 0.1%
588	3	< 0.1%

Horizontal_Distance_To_Roadways
Real number (ℝ)

Distinct	5785
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2431.98

Minimum	0
Maximum	7117
Zeros	96
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.9 MiB

Quantile statistics

Minimum	0
5-th percentile	391
Q1	1140
median	2078
Q3	3475
95-th percentile	5571
Maximum	7117
Range	7117
Interquartile range (IQR)	2335

Descriptive statistics

Standard deviation	1600.4154
Coefficient of variation (CV)	0.65807093
Kurtosis	-0.53780115
Mean	2431.98
Median Absolute Deviation (MAD)	1085
Skewness	0.65607631
Sum	1.2290108 × 10⁹
Variance	2561329.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
150	1078	0.2%
618	882	0.2%
900	821	0.2%
1020	805	0.2%
990	777	0.2%
960	764	0.2%
390	763	0.2%
1140	736	0.1%
1050	726	0.1%
750	725	0.1%
Other values (5775)	497277	98.4%

Value	Count	Frequency (%)
0	96	< 0.1%
30	267	0.1%
42	153	< 0.1%
60	280	0.1%
67	249	< 0.1%
85	293	0.1%
90	331	0.1%
95	317	0.1%
108	537	0.1%
120	559	0.1%

Value	Count	Frequency (%)
7117	1	< 0.1%
7116	1	< 0.1%
7112	1	< 0.1%
7097	1	< 0.1%
7092	1	< 0.1%
7087	2	< 0.1%
7082	1	< 0.1%
7079	1	< 0.1%
7078	2	< 0.1%
7069	1	< 0.1%

Hillshade_9am
Real number (ℝ)

High correlation

Distinct	207
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	212.28271

Minimum	0
Maximum	254
Zeros	13
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.9 MiB

Quantile statistics

Minimum	0
5-th percentile	160
Q1	199
median	218
Q3	231
95-th percentile	245
Maximum	254
Range	254
Interquartile range (IQR)	32

Descriptive statistics

Standard deviation	26.629387
Coefficient of variation (CV)	0.12544303
Kurtosis	2.1182007
Mean	212.28271
Median Absolute Deviation (MAD)	15
Skewness	-1.2439666
Sum	1.0727792 × 10⁸
Variance	709.12424
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
226	10413	2.1%
228	10242	2.0%
224	10051	2.0%
230	10049	2.0%
223	9782	1.9%
222	9720	1.9%
233	9416	1.9%
227	9382	1.9%
225	9243	1.8%
221	9239	1.8%
Other values (197)	407817	80.7%

Value	Count	Frequency (%)
0	13	< 0.1%
36	1	< 0.1%
46	2	< 0.1%
50	1	< 0.1%
52	1	< 0.1%
53	1	< 0.1%
54	3	< 0.1%
55	1	< 0.1%
56	5	< 0.1%
57	2	< 0.1%

Value	Count	Frequency (%)
254	1641	0.3%
253	1822	0.4%
252	2123	0.4%
251	2409	0.5%
250	2766	0.5%
249	3116	0.6%
248	3249	0.6%
247	3691	0.7%
246	4069	0.8%
245	4560	0.9%

Hillshade_Noon
Real number (ℝ)

High correlation

Distinct	185
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	223.2563

Minimum	0
Maximum	254
Zeros	5
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.9 MiB

Quantile statistics

Minimum	0
5-th percentile	187
Q1	213
median	226
Q3	237
95-th percentile	250
Maximum	254
Range	254
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	19.58077
Coefficient of variation (CV)	0.087705341
Kurtosis	2.4443385
Mean	223.2563
Median Absolute Deviation (MAD)	12
Skewness	-1.1404263
Sum	1.1282347 × 10⁸
Variance	383.40657
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
231	12314	2.4%
228	12230	2.4%
233	12063	2.4%
230	11975	2.4%
229	11849	2.3%
234	11805	2.3%
227	11601	2.3%
226	11594	2.3%
223	11564	2.3%
225	11495	2.3%
Other values (175)	386864	76.6%

Value	Count	Frequency (%)
0	5	< 0.1%
30	1	< 0.1%
40	1	< 0.1%
42	1	< 0.1%
45	1	< 0.1%
53	2	< 0.1%
63	1	< 0.1%
64	1	< 0.1%
68	1	< 0.1%
71	1	< 0.1%

Value	Count	Frequency (%)
254	3981	0.8%
253	4664	0.9%
252	5492	1.1%
251	5864	1.2%
250	6488	1.3%
249	6356	1.3%
248	6907	1.4%
247	7617	1.5%
246	7453	1.5%
245	7352	1.5%

Hillshade_3pm
Real number (ℝ)

High correlation

Distinct	255
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	142.57913

Minimum	0
Maximum	254
Zeros	1266
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	3.9 MiB

Quantile statistics

Minimum	0
5-th percentile	79
Q1	120
median	143
Q3	168
95-th percentile	203
Maximum	254
Range	254
Interquartile range (IQR)	48

Descriptive statistics

Standard deviation	37.78155
Coefficient of variation (CV)	0.26498653
Kurtosis	0.54411121
Mean	142.57913
Median Absolute Deviation (MAD)	24
Skewness	-0.29140078
Sum	72052935
Variance	1427.4455
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
143	6582	1.3%
145	6474	1.3%
138	6384	1.3%
146	6243	1.2%
142	6189	1.2%
136	6166	1.2%
139	6153	1.2%
149	6078	1.2%
135	6035	1.2%
150	6026	1.2%
Other values (245)	443024	87.7%

Value	Count	Frequency (%)
0	1266	0.3%
1	14	< 0.1%
2	15	< 0.1%
3	15	< 0.1%
4	18	< 0.1%
5	18	< 0.1%
6	24	< 0.1%
7	28	< 0.1%
8	20	< 0.1%
9	31	< 0.1%

Value	Count	Frequency (%)
254	4	< 0.1%
253	8	< 0.1%
252	16	< 0.1%
251	10	< 0.1%
250	15	< 0.1%
249	35	< 0.1%
248	41	< 0.1%
247	54	< 0.1%
246	68	< 0.1%
245	78	< 0.1%

Horizontal_Distance_To_Fire_Points
Real number (ℝ)

Distinct	5827
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2010.1361

Minimum	0
Maximum	7173
Zeros	45
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	3.9 MiB

Quantile statistics

Minimum	0
5-th percentile	408
Q1	1024
median	1725
Q3	2592
95-th percentile	5089
Maximum	7173
Range	7173
Interquartile range (IQR)	1568

Descriptive statistics

Standard deviation	1357.8179
Coefficient of variation (CV)	0.67548557
Kurtosis	1.5080032
Mean	2010.1361
Median Absolute Deviation (MAD)	771
Skewness	1.266097
Sum	1.0158303 × 10⁹
Variance	1843669.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
618	1244	0.2%
541	981	0.2%
607	930	0.2%
942	856	0.2%
997	844	0.2%
700	833	0.2%
726	798	0.2%
752	782	0.2%
900	774	0.2%
960	768	0.2%
Other values (5817)	496544	98.3%

Value	Count	Frequency (%)
0	45	< 0.1%
30	184	< 0.1%
42	183	< 0.1%
60	182	< 0.1%
67	370	0.1%
85	183	< 0.1%
90	182	< 0.1%
95	366	0.1%
108	369	0.1%
120	180	< 0.1%

Value	Count	Frequency (%)
7173	1	< 0.1%
7172	1	< 0.1%
7168	1	< 0.1%
7150	1	< 0.1%
7145	1	< 0.1%
7142	1	< 0.1%
7141	2	< 0.1%
7140	1	< 0.1%
7131	1	< 0.1%
7126	1	< 0.1%

Wilderness_Area_0
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

1.0	260796
0.0	244558

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	260796	51.6%
0.0	244558	48.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	260796	51.6%
0.0	244558	48.4%

Most occurring characters

Value	Count	Frequency (%)
0	749912	49.5%
.	505354	33.3%
1	260796	17.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	749912	49.5%
.	505354	33.3%
1	260796	17.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	749912	49.5%
.	505354	33.3%
1	260796	17.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	749912	49.5%
.	505354	33.3%
1	260796	17.2%

Wilderness_Area_1
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	496925
1.0	8429

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	496925	98.3%
1.0	8429	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	496925	98.3%
1.0	8429	1.7%

Most occurring characters

Value	Count	Frequency (%)
0	1002279	66.1%
.	505354	33.3%
1	8429	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1002279	66.1%
.	505354	33.3%
1	8429	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1002279	66.1%
.	505354	33.3%
1	8429	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1002279	66.1%
.	505354	33.3%
1	8429	0.6%

Wilderness_Area_2
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	306193
1.0	199161

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	306193	60.6%
1.0	199161	39.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	306193	60.6%
1.0	199161	39.4%

Most occurring characters

Value	Count	Frequency (%)
0	811547	53.5%
.	505354	33.3%
1	199161	13.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	811547	53.5%
.	505354	33.3%
1	199161	13.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	811547	53.5%
.	505354	33.3%
1	199161	13.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	811547	53.5%
.	505354	33.3%
1	199161	13.1%

Wilderness_Area_3
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	468386
1.0	36968

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	468386	92.7%
1.0	36968	7.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	468386	92.7%
1.0	36968	7.3%

Most occurring characters

Value	Count	Frequency (%)
0	973740	64.2%
.	505354	33.3%
1	36968	2.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	973740	64.2%
.	505354	33.3%
1	36968	2.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	973740	64.2%
.	505354	33.3%
1	36968	2.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	973740	64.2%
.	505354	33.3%
1	36968	2.4%

Soil_Type_0
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	502323
1.0	3031

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	502323	99.4%
1.0	3031	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	502323	99.4%
1.0	3031	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	1007677	66.5%
.	505354	33.3%
1	3031	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1007677	66.5%
.	505354	33.3%
1	3031	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1007677	66.5%
.	505354	33.3%
1	3031	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1007677	66.5%
.	505354	33.3%
1	3031	0.2%

Soil_Type_1
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	500436
1.0	4918

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	500436	99.0%
1.0	4918	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	500436	99.0%
1.0	4918	1.0%

Most occurring characters

Value	Count	Frequency (%)
0	1005790	66.3%
.	505354	33.3%
1	4918	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1005790	66.3%
.	505354	33.3%
1	4918	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1005790	66.3%
.	505354	33.3%
1	4918	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1005790	66.3%
.	505354	33.3%
1	4918	0.3%

Soil_Type_2
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	502823
1.0	2531

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	502823	99.5%
1.0	2531	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	502823	99.5%
1.0	2531	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	1008177	66.5%
.	505354	33.3%
1	2531	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1008177	66.5%
.	505354	33.3%
1	2531	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1008177	66.5%
.	505354	33.3%
1	2531	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1008177	66.5%
.	505354	33.3%
1	2531	0.2%

Soil_Type_3
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	497735
1.0	7619

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	497735	98.5%
1.0	7619	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	497735	98.5%
1.0	7619	1.5%

Most occurring characters

Value	Count	Frequency (%)
0	1003089	66.2%
.	505354	33.3%
1	7619	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1003089	66.2%
.	505354	33.3%
1	7619	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1003089	66.2%
.	505354	33.3%
1	7619	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1003089	66.2%
.	505354	33.3%
1	7619	0.5%

Soil_Type_4
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	503757
1.0	1597

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	503757	99.7%
1.0	1597	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	503757	99.7%
1.0	1597	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	1009111	66.6%
.	505354	33.3%
1	1597	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1009111	66.6%
.	505354	33.3%
1	1597	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1009111	66.6%
.	505354	33.3%
1	1597	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1009111	66.6%
.	505354	33.3%
1	1597	0.1%

Soil_Type_5
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	498779
1.0	6575

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	498779	98.7%
1.0	6575	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	498779	98.7%
1.0	6575	1.3%

Most occurring characters

Value	Count	Frequency (%)
0	1004133	66.2%
.	505354	33.3%
1	6575	0.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1004133	66.2%
.	505354	33.3%
1	6575	0.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1004133	66.2%
.	505354	33.3%
1	6575	0.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1004133	66.2%
.	505354	33.3%
1	6575	0.4%

Soil_Type_6
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	505249
1.0	105

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	505249	> 99.9%
1.0	105	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	505249	> 99.9%
1.0	105	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	1010603	66.7%
.	505354	33.3%
1	105	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1010603	66.7%
.	505354	33.3%
1	105	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1010603	66.7%
.	505354	33.3%
1	105	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1010603	66.7%
.	505354	33.3%
1	105	< 0.1%

Soil_Type_7
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	505175
1.0	179

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	505175	> 99.9%
1.0	179	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	505175	> 99.9%
1.0	179	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	1010529	66.7%
.	505354	33.3%
1	179	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1010529	66.7%
.	505354	33.3%
1	179	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1010529	66.7%
.	505354	33.3%
1	179	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1010529	66.7%
.	505354	33.3%
1	179	< 0.1%

Soil_Type_8
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	504207
1.0	1147

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	504207	99.8%
1.0	1147	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	504207	99.8%
1.0	1147	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	1009561	66.6%
.	505354	33.3%
1	1147	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1009561	66.6%
.	505354	33.3%
1	1147	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1009561	66.6%
.	505354	33.3%
1	1147	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1009561	66.6%
.	505354	33.3%
1	1147	0.1%

Soil_Type_9
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	478425
1.0	26929

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	478425	94.7%
1.0	26929	5.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	478425	94.7%
1.0	26929	5.3%

Most occurring characters

Value	Count	Frequency (%)
0	983779	64.9%
.	505354	33.3%
1	26929	1.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	983779	64.9%
.	505354	33.3%
1	26929	1.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	983779	64.9%
.	505354	33.3%
1	26929	1.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	983779	64.9%
.	505354	33.3%
1	26929	1.8%

Soil_Type_10
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	497100
1.0	8254

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	497100	98.4%
1.0	8254	1.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	497100	98.4%
1.0	8254	1.6%

Most occurring characters

Value	Count	Frequency (%)
0	1002454	66.1%
.	505354	33.3%
1	8254	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1002454	66.1%
.	505354	33.3%
1	8254	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1002454	66.1%
.	505354	33.3%
1	8254	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1002454	66.1%
.	505354	33.3%
1	8254	0.5%

Soil_Type_11
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	475383
1.0	29971

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	1.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	475383	94.1%
1.0	29971	5.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	475383	94.1%
1.0	29971	5.9%

Most occurring characters

Value	Count	Frequency (%)
0	980737	64.7%
.	505354	33.3%
1	29971	2.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	980737	64.7%
.	505354	33.3%
1	29971	2.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	980737	64.7%
.	505354	33.3%
1	29971	2.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	980737	64.7%
.	505354	33.3%
1	29971	2.0%

Soil_Type_12
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	492001
1.0	13353

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	492001	97.4%
1.0	13353	2.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	492001	97.4%
1.0	13353	2.6%

Most occurring characters

Value	Count	Frequency (%)
0	997355	65.8%
.	505354	33.3%
1	13353	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	997355	65.8%
.	505354	33.3%
1	13353	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	997355	65.8%
.	505354	33.3%
1	13353	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	997355	65.8%
.	505354	33.3%
1	13353	0.9%

Soil_Type_13
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	504978
1.0	376

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	504978	99.9%
1.0	376	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	504978	99.9%
1.0	376	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	1010332	66.6%
.	505354	33.3%
1	376	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1010332	66.6%
.	505354	33.3%
1	376	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1010332	66.6%
.	505354	33.3%
1	376	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1010332	66.6%
.	505354	33.3%
1	376	< 0.1%

Soil_Type_14
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	505351
1.0	3

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	505351	> 99.9%
1.0	3	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	505351	> 99.9%
1.0	3	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	1010705	66.7%
.	505354	33.3%
1	3	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1010705	66.7%
.	505354	33.3%
1	3	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1010705	66.7%
.	505354	33.3%
1	3	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1010705	66.7%
.	505354	33.3%
1	3	< 0.1%

Soil_Type_15
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	502813
1.0	2541

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	502813	99.5%
1.0	2541	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	502813	99.5%
1.0	2541	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	1008167	66.5%
.	505354	33.3%
1	2541	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1008167	66.5%
.	505354	33.3%
1	2541	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1008167	66.5%
.	505354	33.3%
1	2541	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1008167	66.5%
.	505354	33.3%
1	2541	0.2%

Soil_Type_16
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	502160
1.0	3194

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	502160	99.4%
1.0	3194	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	502160	99.4%
1.0	3194	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	1007514	66.5%
.	505354	33.3%
1	3194	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1007514	66.5%
.	505354	33.3%
1	3194	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1007514	66.5%
.	505354	33.3%
1	3194	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1007514	66.5%
.	505354	33.3%
1	3194	0.2%

Soil_Type_17
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	503525
1.0	1829

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	503525	99.6%
1.0	1829	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	503525	99.6%
1.0	1829	0.4%

Most occurring characters

Value	Count	Frequency (%)
0	1008879	66.5%
.	505354	33.3%
1	1829	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1008879	66.5%
.	505354	33.3%
1	1829	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1008879	66.5%
.	505354	33.3%
1	1829	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1008879	66.5%
.	505354	33.3%
1	1829	0.1%

Soil_Type_18
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	501981
1.0	3373

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	501981	99.3%
1.0	3373	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	501981	99.3%
1.0	3373	0.7%

Most occurring characters

Value	Count	Frequency (%)
0	1007335	66.4%
.	505354	33.3%
1	3373	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1007335	66.4%
.	505354	33.3%
1	3373	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1007335	66.4%
.	505354	33.3%
1	3373	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1007335	66.4%
.	505354	33.3%
1	3373	0.2%

Soil_Type_19
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	496711
1.0	8643

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	496711	98.3%
1.0	8643	1.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	496711	98.3%
1.0	8643	1.7%

Most occurring characters

Value	Count	Frequency (%)
0	1002065	66.1%
.	505354	33.3%
1	8643	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1002065	66.1%
.	505354	33.3%
1	8643	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1002065	66.1%
.	505354	33.3%
1	8643	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1002065	66.1%
.	505354	33.3%
1	8643	0.6%

Soil_Type_20
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	504516
1.0	838

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	504516	99.8%
1.0	838	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	504516	99.8%
1.0	838	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	1009870	66.6%
.	505354	33.3%
1	838	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1009870	66.6%
.	505354	33.3%
1	838	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1009870	66.6%
.	505354	33.3%
1	838	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1009870	66.6%
.	505354	33.3%
1	838	0.1%

Soil_Type_21
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	479672
1.0	25682

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	479672	94.9%
1.0	25682	5.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	479672	94.9%
1.0	25682	5.1%

Most occurring characters

Value	Count	Frequency (%)
0	985026	65.0%
.	505354	33.3%
1	25682	1.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	985026	65.0%
.	505354	33.3%
1	25682	1.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	985026	65.0%
.	505354	33.3%
1	25682	1.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	985026	65.0%
.	505354	33.3%
1	25682	1.7%

Soil_Type_22
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	456668
1.0	48686

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	456668	90.4%
1.0	48686	9.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	456668	90.4%
1.0	48686	9.6%

Most occurring characters

Value	Count	Frequency (%)
0	962022	63.5%
.	505354	33.3%
1	48686	3.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	962022	63.5%
.	505354	33.3%
1	48686	3.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	962022	63.5%
.	505354	33.3%
1	48686	3.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	962022	63.5%
.	505354	33.3%
1	48686	3.2%

Soil_Type_23
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	488395
1.0	16959

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	488395	96.6%
1.0	16959	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	488395	96.6%
1.0	16959	3.4%

Most occurring characters

Value	Count	Frequency (%)
0	993749	65.5%
.	505354	33.3%
1	16959	1.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	993749	65.5%
.	505354	33.3%
1	16959	1.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	993749	65.5%
.	505354	33.3%
1	16959	1.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	993749	65.5%
.	505354	33.3%
1	16959	1.1%

Soil_Type_24
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	505353
1.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	505353	> 99.9%
1.0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	505353	> 99.9%
1.0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	1010707	66.7%
.	505354	33.3%
1	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1010707	66.7%
.	505354	33.3%
1	1	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1010707	66.7%
.	505354	33.3%
1	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1010707	66.7%
.	505354	33.3%
1	1	< 0.1%

Soil_Type_25
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	503040
1.0	2314

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	503040	99.5%
1.0	2314	0.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	503040	99.5%
1.0	2314	0.5%

Most occurring characters

Value	Count	Frequency (%)
0	1008394	66.5%
.	505354	33.3%
1	2314	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1008394	66.5%
.	505354	33.3%
1	2314	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1008394	66.5%
.	505354	33.3%
1	2314	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1008394	66.5%
.	505354	33.3%
1	2314	0.2%

Soil_Type_26
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	504801
1.0	553

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	504801	99.9%
1.0	553	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	504801	99.9%
1.0	553	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	1010155	66.6%
.	505354	33.3%
1	553	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1010155	66.6%
.	505354	33.3%
1	553	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1010155	66.6%
.	505354	33.3%
1	553	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1010155	66.6%
.	505354	33.3%
1	553	< 0.1%

Soil_Type_27
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	504408
1.0	946

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	504408	99.8%
1.0	946	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	504408	99.8%
1.0	946	0.2%

Most occurring characters

Value	Count	Frequency (%)
0	1009762	66.6%
.	505354	33.3%
1	946	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1009762	66.6%
.	505354	33.3%
1	946	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1009762	66.6%
.	505354	33.3%
1	946	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1009762	66.6%
.	505354	33.3%
1	946	0.1%

Soil_Type_28
Categorical

High correlation

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	390180
1.0	115174

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	390180	77.2%
1.0	115174	22.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	390180	77.2%
1.0	115174	22.8%

Most occurring characters

Value	Count	Frequency (%)
0	895534	59.1%
.	505354	33.3%
1	115174	7.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	895534	59.1%
.	505354	33.3%
1	115174	7.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	895534	59.1%
.	505354	33.3%
1	115174	7.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	895534	59.1%
.	505354	33.3%
1	115174	7.6%

Soil_Type_29
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	475184
1.0	30170

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	475184	94.0%
1.0	30170	6.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	475184	94.0%
1.0	30170	6.0%

Most occurring characters

Value	Count	Frequency (%)
0	980538	64.7%
.	505354	33.3%
1	30170	2.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	980538	64.7%
.	505354	33.3%
1	30170	2.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	980538	64.7%
.	505354	33.3%
1	30170	2.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	980538	64.7%
.	505354	33.3%
1	30170	2.0%

Soil_Type_30
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	481101
1.0	24253

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	481101	95.2%
1.0	24253	4.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	481101	95.2%
1.0	24253	4.8%

Most occurring characters

Value	Count	Frequency (%)
0	986455	65.1%
.	505354	33.3%
1	24253	1.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	986455	65.1%
.	505354	33.3%
1	24253	1.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	986455	65.1%
.	505354	33.3%
1	24253	1.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	986455	65.1%
.	505354	33.3%
1	24253	1.6%

Soil_Type_31
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	458914
1.0	46440

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	458914	90.8%
1.0	46440	9.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	458914	90.8%
1.0	46440	9.2%

Most occurring characters

Value	Count	Frequency (%)
0	964268	63.6%
.	505354	33.3%
1	46440	3.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	964268	63.6%
.	505354	33.3%
1	46440	3.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	964268	63.6%
.	505354	33.3%
1	46440	3.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	964268	63.6%
.	505354	33.3%
1	46440	3.1%

Soil_Type_32
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	471457
1.0	33897

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	471457	93.3%
1.0	33897	6.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	471457	93.3%
1.0	33897	6.7%

Most occurring characters

Value	Count	Frequency (%)
0	976811	64.4%
.	505354	33.3%
1	33897	2.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	976811	64.4%
.	505354	33.3%
1	33897	2.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	976811	64.4%
.	505354	33.3%
1	33897	2.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	976811	64.4%
.	505354	33.3%
1	33897	2.2%

Soil_Type_33
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	504648
1.0	706

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	504648	99.9%
1.0	706	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	504648	99.9%
1.0	706	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	1010002	66.6%
.	505354	33.3%
1	706	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1010002	66.6%
.	505354	33.3%
1	706	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1010002	66.6%
.	505354	33.3%
1	706	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1010002	66.6%
.	505354	33.3%
1	706	< 0.1%

Soil_Type_34
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	503963
1.0	1391

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	503963	99.7%
1.0	1391	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	503963	99.7%
1.0	1391	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	1009317	66.6%
.	505354	33.3%
1	1391	0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1009317	66.6%
.	505354	33.3%
1	1391	0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1009317	66.6%
.	505354	33.3%
1	1391	0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1009317	66.6%
.	505354	33.3%
1	1391	0.1%

Soil_Type_35
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	505235
1.0	119

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	505235	> 99.9%
1.0	119	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	505235	> 99.9%
1.0	119	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	1010589	66.7%
.	505354	33.3%
1	119	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1010589	66.7%
.	505354	33.3%
1	119	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1010589	66.7%
.	505354	33.3%
1	119	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1010589	66.7%
.	505354	33.3%
1	119	< 0.1%

Soil_Type_36
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	505056
1.0	298

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	505056	99.9%
1.0	298	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	505056	99.9%
1.0	298	0.1%

Most occurring characters

Value	Count	Frequency (%)
0	1010410	66.6%
.	505354	33.3%
1	298	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1010410	66.6%
.	505354	33.3%
1	298	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1010410	66.6%
.	505354	33.3%
1	298	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1010410	66.6%
.	505354	33.3%
1	298	< 0.1%

Soil_Type_37
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	491835
1.0	13519

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	491835	97.3%
1.0	13519	2.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	491835	97.3%
1.0	13519	2.7%

Most occurring characters

Value	Count	Frequency (%)
0	997189	65.8%
.	505354	33.3%
1	13519	0.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	997189	65.8%
.	505354	33.3%
1	13519	0.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	997189	65.8%
.	505354	33.3%
1	13519	0.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	997189	65.8%
.	505354	33.3%
1	13519	0.9%

Soil_Type_38
Categorical

Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	494948
1.0	10406

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	494948	97.9%
1.0	10406	2.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	494948	97.9%
1.0	10406	2.1%

Most occurring characters

Value	Count	Frequency (%)
0	1000302	66.0%
.	505354	33.3%
1	10406	0.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1000302	66.0%
.	505354	33.3%
1	10406	0.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1000302	66.0%
.	505354	33.3%
1	10406	0.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1000302	66.0%
.	505354	33.3%
1	10406	0.7%

Soil_Type_39
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 MiB

0.0	498520
1.0	6834

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	1516062
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	498520	98.6%
1.0	6834	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	498520	98.6%
1.0	6834	1.4%

Most occurring characters

Value	Count	Frequency (%)
0	1003874	66.2%
.	505354	33.3%
1	6834	0.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	1003874	66.2%
.	505354	33.3%
1	6834	0.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	1003874	66.2%
.	505354	33.3%
1	6834	0.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1516062	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	1003874	66.2%
.	505354	33.3%
1	6834	0.5%

Cover_Type
Real number (ℝ)

High correlation

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0589349

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.9 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	2
Q3	2
95-th percentile	6
Maximum	7
Range	6
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.3893957
Coefficient of variation (CV)	0.67481283
Kurtosis	4.9724135
Mean	2.0589349
Median Absolute Deviation (MAD)	0
Skewness	2.2809236
Sum	1040491
Variance	1.9304204
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2	254165	50.3%
1	178709	35.4%
3	28058	5.6%
7	17532	3.5%
6	14851	2.9%
5	9292	1.8%
4	2747	0.5%

Value	Count	Frequency (%)
1	178709	35.4%
2	254165	50.3%
3	28058	5.6%
4	2747	0.5%
5	9292	1.8%
6	14851	2.9%
7	17532	3.5%

Value	Count	Frequency (%)
7	17532	3.5%
6	14851	2.9%
5	9292	1.8%
4	2747	0.5%
3	28058	5.6%
2	254165	50.3%
1	178709	35.4%

Interactions

Correlations

	Aspect	Cover_Type	Elevation	Hillshade_3pm	Hillshade_9am	Hillshade_Noon	Horizontal_Distance_To_Fire_Points	Horizontal_Distance_To_Hydrology	Horizontal_Distance_To_Roadways	Slope	Soil_Type_0	Soil_Type_1	Soil_Type_10	Soil_Type_11	Soil_Type_12	Soil_Type_13	Soil_Type_14	Soil_Type_15	Soil_Type_16	Soil_Type_17	Soil_Type_18	Soil_Type_19	Soil_Type_2	Soil_Type_20	Soil_Type_21	Soil_Type_22	Soil_Type_23	Soil_Type_24	Soil_Type_25	Soil_Type_26	Soil_Type_27	Soil_Type_28	Soil_Type_29	Soil_Type_3	Soil_Type_30	Soil_Type_31	Soil_Type_32	Soil_Type_33	Soil_Type_34	Soil_Type_35	Soil_Type_36	Soil_Type_37	Soil_Type_38	Soil_Type_39	Soil_Type_4	Soil_Type_5	Soil_Type_6	Soil_Type_7	Soil_Type_8	Soil_Type_9	Vertical_Distance_To_Hydrology	Wilderness_Area_0	Wilderness_Area_1	Wilderness_Area_2	Wilderness_Area_3
Aspect	1.000	0.040	0.032	0.632	-0.415	0.414	-0.110	-0.003	0.019	0.068	0.053	0.046	0.070	0.099	0.146	0.018	0.004	0.022	0.019	0.049	0.013	0.046	0.103	0.052	0.021	0.034	0.154	0.000	0.070	0.066	0.073	0.111	0.144	0.154	0.095	0.106	0.089	0.032	0.027	0.041	0.029	0.045	0.039	0.027	0.027	0.025	0.007	0.004	0.032	0.180	0.072	0.226	0.117	0.198	0.136
Cover_Type	0.040	1.000	-0.493	-0.028	-0.009	-0.063	-0.121	-0.007	-0.226	0.167	0.250	0.293	0.107	0.205	0.137	0.164	0.014	0.030	0.195	0.063	0.045	0.045	0.417	0.052	0.201	0.197	0.070	0.000	0.051	0.022	0.038	0.206	0.147	0.258	0.082	0.102	0.087	0.034	0.181	0.042	0.128	0.363	0.334	0.222	0.181	0.315	0.014	0.010	0.034	0.514	0.121	0.345	0.076	0.162	0.817
Elevation	0.032	-0.493	1.000	0.073	0.026	0.186	0.129	0.261	0.417	-0.175	0.365	0.225	0.172	0.286	0.136	0.130	0.016	0.076	0.136	0.231	0.063	0.088	0.267	0.026	0.216	0.177	0.087	0.001	0.069	0.053	0.066	0.234	0.122	0.189	0.092	0.187	0.087	0.050	0.130	0.047	0.078	0.409	0.339	0.628	0.289	0.342	0.020	0.027	0.182	0.547	0.060	0.288	0.145	0.222	0.926
Hillshade_3pm	0.632	-0.028	0.073	1.000	-0.819	0.566	-0.083	0.035	0.105	-0.187	0.159	0.021	0.075	0.144	0.223	0.006	0.000	0.036	0.037	0.052	0.058	0.067	0.165	0.050	0.044	0.141	0.030	0.007	0.033	0.079	0.182	0.100	0.148	0.033	0.058	0.132	0.110	0.017	0.026	0.013	0.026	0.064	0.095	0.045	0.065	0.020	0.012	0.017	0.028	0.153	0.036	0.199	0.102	0.126	0.208
Hillshade_9am	-0.415	-0.009	0.026	-0.819	1.000	-0.086	0.126	-0.039	0.007	-0.125	0.052	0.035	0.045	0.124	0.139	0.010	0.000	0.025	0.024	0.037	0.056	0.056	0.088	0.034	0.049	0.124	0.123	0.000	0.038	0.057	0.159	0.091	0.151	0.044	0.088	0.105	0.097	0.012	0.026	0.009	0.012	0.047	0.058	0.019	0.076	0.028	0.012	0.018	0.027	0.307	-0.132	0.231	0.081	0.134	0.278
Hillshade_Noon	0.414	-0.063	0.186	0.566	-0.086	1.000	0.020	0.032	0.209	-0.468	0.094	0.025	0.074	0.085	0.069	0.011	0.001	0.016	0.030	0.023	0.048	0.037	0.048	0.034	0.039	0.132	0.135	0.000	0.030	0.024	0.008	0.084	0.046	0.070	0.055	0.126	0.117	0.023	0.008	0.017	0.026	0.047	0.059	0.046	0.084	0.017	0.007	0.015	0.014	0.235	-0.099	0.103	0.047	0.064	0.236
Horizontal_Distance_To_Fire_Points	-0.110	-0.121	0.129	-0.083	0.126	0.020	1.000	0.074	0.371	-0.169	0.124	0.088	0.076	0.299	0.116	0.045	0.004	0.110	0.043	0.171	0.027	0.129	0.078	0.033	0.081	0.090	0.090	0.006	0.080	0.040	0.042	0.222	0.074	0.068	0.083	0.133	0.091	0.036	0.029	0.023	0.038	0.087	0.056	0.076	0.070	0.116	0.088	0.045	0.056	0.217	-0.039	0.407	0.130	0.283	0.340
Horizontal_Distance_To_Hydrology	-0.003	-0.007	0.261	0.035	-0.039	0.032	0.074	1.000	0.072	0.013	0.037	0.047	0.042	0.081	0.020	0.039	0.000	0.075	0.093	0.019	0.050	0.100	0.031	0.051	0.059	0.187	0.045	0.000	0.025	0.163	0.037	0.079	0.055	0.038	0.069	0.143	0.067	0.163	0.043	0.070	0.019	0.070	0.042	0.187	0.017	0.043	0.021	0.011	0.027	0.067	0.624	0.113	0.025	0.165	0.107
Horizontal_Distance_To_Roadways	0.019	-0.226	0.417	0.105	0.007	0.209	0.371	0.072	1.000	-0.228	0.146	0.103	0.125	0.104	0.145	0.033	0.005	0.057	0.065	0.080	0.105	0.087	0.085	0.041	0.150	0.068	0.077	0.000	0.092	0.044	0.077	0.321	0.116	0.103	0.161	0.183	0.134	0.044	0.049	0.035	0.050	0.109	0.111	0.091	0.110	0.155	0.055	0.048	0.068	0.238	-0.032	0.483	0.168	0.422	0.398
Slope	0.068	0.167	-0.175	-0.187	-0.125	-0.468	-0.169	0.013	-0.228	1.000	0.135	0.019	0.065	0.176	0.205	0.004	0.000	0.034	0.041	0.046	0.103	0.076	0.117	0.026	0.064	0.206	0.112	0.004	0.045	0.055	0.098	0.090	0.100	0.107	0.086	0.141	0.225	0.015	0.017	0.017	0.011	0.069	0.093	0.042	0.094	0.015	0.021	0.036	0.034	0.265	0.316	0.216	0.072	0.127	0.311
Soil_Type_0	0.053	0.250	0.365	0.159	0.052	0.094	0.124	0.037	0.146	0.135	1.000	0.007	0.010	0.019	0.013	0.001	0.000	0.005	0.006	0.004	0.006	0.010	0.005	0.002	0.018	0.025	0.014	0.000	0.005	0.002	0.003	0.042	0.019	0.009	0.017	0.025	0.021	0.002	0.004	0.000	0.000	0.013	0.011	0.009	0.004	0.009	0.000	0.000	0.003	0.018	0.026	0.080	0.010	0.063	0.276
Soil_Type_1	0.046	0.293	0.225	0.021	0.035	0.025	0.088	0.047	0.103	0.019	0.007	1.000	0.013	0.025	0.016	0.002	0.000	0.007	0.008	0.006	0.008	0.013	0.007	0.004	0.023	0.032	0.018	0.000	0.006	0.003	0.004	0.054	0.025	0.012	0.022	0.031	0.027	0.003	0.005	0.000	0.001	0.016	0.014	0.011	0.005	0.011	0.000	0.000	0.004	0.023	0.042	0.102	0.013	0.034	0.138
Soil_Type_10	0.070	0.107	0.172	0.075	0.045	0.074	0.076	0.042	0.125	0.065	0.010	0.013	1.000	0.032	0.021	0.003	0.000	0.009	0.010	0.008	0.010	0.017	0.009	0.005	0.030	0.042	0.024	0.000	0.009	0.004	0.005	0.070	0.032	0.016	0.029	0.041	0.034	0.004	0.006	0.000	0.002	0.021	0.019	0.015	0.007	0.015	0.000	0.001	0.006	0.031	0.022	0.133	0.017	0.141	0.000
Soil_Type_11	0.099	0.205	0.286	0.144	0.124	0.085	0.299	0.081	0.104	0.176	0.019	0.025	0.032	1.000	0.041	0.007	0.000	0.018	0.020	0.015	0.020	0.033	0.018	0.010	0.058	0.082	0.047	0.000	0.017	0.008	0.011	0.136	0.063	0.031	0.056	0.080	0.067	0.009	0.013	0.003	0.006	0.042	0.036	0.029	0.014	0.029	0.003	0.004	0.012	0.060	0.074	0.243	0.033	0.202	0.071
Soil_Type_12	0.146	0.137	0.136	0.223	0.139	0.069	0.116	0.020	0.145	0.205	0.013	0.016	0.021	0.041	1.000	0.004	0.000	0.012	0.013	0.010	0.013	0.022	0.012	0.006	0.038	0.054	0.031	0.000	0.011	0.005	0.007	0.089	0.041	0.020	0.037	0.052	0.044	0.006	0.008	0.002	0.003	0.027	0.024	0.019	0.009	0.019	0.001	0.002	0.008	0.039	0.106	0.170	0.019	0.204	0.046
Soil_Type_13	0.018	0.164	0.130	0.006	0.010	0.011	0.045	0.039	0.033	0.004	0.001	0.002	0.003	0.007	0.004	1.000	0.000	0.000	0.001	0.000	0.001	0.003	0.000	0.000	0.006	0.009	0.005	0.000	0.000	0.000	0.000	0.015	0.007	0.003	0.006	0.008	0.007	0.000	0.000	0.000	0.000	0.004	0.003	0.003	0.000	0.002	0.000	0.000	0.000	0.006	0.015	0.028	0.003	0.019	0.092
Soil_Type_14	0.004	0.014	0.016	0.000	0.000	0.001	0.004	0.000	0.005	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.001	0.000	0.000	0.007
Soil_Type_15	0.022	0.030	0.076	0.036	0.025	0.016	0.110	0.075	0.057	0.034	0.005	0.007	0.009	0.018	0.012	0.000	0.000	1.000	0.005	0.004	0.005	0.009	0.005	0.002	0.016	0.023	0.013	0.000	0.004	0.001	0.002	0.039	0.018	0.009	0.016	0.023	0.019	0.002	0.003	0.000	0.000	0.012	0.010	0.008	0.003	0.008	0.000	0.000	0.003	0.017	0.042	0.046	0.007	0.050	0.008
Soil_Type_16	0.019	0.195	0.136	0.037	0.024	0.030	0.043	0.093	0.065	0.041	0.006	0.008	0.010	0.020	0.013	0.001	0.000	0.005	1.000	0.004	0.006	0.010	0.005	0.003	0.018	0.026	0.015	0.000	0.005	0.002	0.003	0.043	0.020	0.010	0.018	0.025	0.021	0.002	0.004	0.000	0.000	0.013	0.011	0.009	0.004	0.009	0.000	0.000	0.003	0.019	0.044	0.082	0.010	0.058	0.054
Soil_Type_17	0.049	0.063	0.231	0.052	0.037	0.023	0.171	0.019	0.080	0.046	0.004	0.006	0.008	0.015	0.010	0.000	0.000	0.004	0.004	1.000	0.005	0.008	0.004	0.001	0.014	0.020	0.011	0.000	0.004	0.001	0.002	0.033	0.015	0.007	0.013	0.019	0.016	0.001	0.002	0.000	0.000	0.010	0.009	0.007	0.003	0.007	0.000	0.000	0.002	0.014	0.035	0.058	0.008	0.049	0.017
Soil_Type_18	0.013	0.045	0.063	0.058	0.056	0.048	0.027	0.050	0.105	0.103	0.006	0.008	0.010	0.020	0.013	0.001	0.000	0.005	0.006	0.005	1.000	0.011	0.005	0.003	0.019	0.027	0.015	0.000	0.005	0.002	0.003	0.044	0.021	0.010	0.018	0.026	0.022	0.002	0.004	0.000	0.000	0.013	0.012	0.009	0.004	0.009	0.000	0.000	0.003	0.019	0.042	0.049	0.013	0.041	0.023
Soil_Type_19	0.046	0.045	0.088	0.067	0.056	0.037	0.129	0.100	0.087	0.076	0.010	0.013	0.017	0.033	0.022	0.003	0.000	0.009	0.010	0.008	0.011	1.000	0.009	0.005	0.030	0.043	0.024	0.000	0.009	0.004	0.005	0.072	0.033	0.016	0.030	0.042	0.035	0.005	0.007	0.001	0.003	0.022	0.019	0.015	0.007	0.015	0.000	0.002	0.006	0.031	0.061	0.070	0.017	0.047	0.037
Soil_Type_2	0.103	0.417	0.267	0.165	0.088	0.048	0.078	0.031	0.085	0.117	0.005	0.007	0.009	0.018	0.012	0.000	0.000	0.005	0.005	0.004	0.005	0.009	1.000	0.002	0.016	0.023	0.013	0.000	0.004	0.001	0.002	0.038	0.018	0.009	0.016	0.022	0.019	0.002	0.003	0.000	0.000	0.012	0.010	0.008	0.003	0.008	0.000	0.000	0.003	0.017	0.033	0.073	0.009	0.053	0.244
Soil_Type_20	0.052	0.052	0.026	0.050	0.034	0.034	0.033	0.051	0.041	0.026	0.002	0.004	0.005	0.010	0.006	0.000	0.000	0.002	0.003	0.001	0.003	0.005	0.002	1.000	0.009	0.013	0.007	0.000	0.002	0.000	0.000	0.022	0.010	0.005	0.009	0.013	0.011	0.000	0.001	0.000	0.000	0.006	0.006	0.004	0.001	0.004	0.000	0.000	0.000	0.009	0.024	0.042	0.005	0.050	0.011
Soil_Type_21	0.021	0.201	0.216	0.044	0.049	0.039	0.081	0.059	0.150	0.064	0.018	0.023	0.030	0.058	0.038	0.006	0.000	0.016	0.018	0.014	0.019	0.030	0.016	0.009	1.000	0.076	0.043	0.000	0.016	0.007	0.010	0.126	0.058	0.029	0.052	0.074	0.062	0.008	0.012	0.003	0.005	0.038	0.033	0.027	0.013	0.026	0.003	0.004	0.011	0.055	0.083	0.115	0.104	0.111	0.065
Soil_Type_22	0.034	0.197	0.177	0.141	0.124	0.132	0.090	0.187	0.068	0.206	0.025	0.032	0.042	0.082	0.054	0.009	0.000	0.023	0.026	0.020	0.027	0.043	0.023	0.013	0.076	1.000	0.061	0.000	0.022	0.011	0.014	0.177	0.082	0.040	0.073	0.104	0.088	0.012	0.017	0.005	0.008	0.054	0.047	0.038	0.018	0.037	0.004	0.006	0.015	0.077	0.153	0.046	0.095	0.023	0.092
Soil_Type_23	0.154	0.070	0.087	0.030	0.123	0.135	0.090	0.045	0.077	0.112	0.014	0.018	0.024	0.047	0.031	0.005	0.000	0.013	0.015	0.011	0.015	0.024	0.013	0.007	0.043	0.061	1.000	0.000	0.012	0.006	0.008	0.101	0.047	0.023	0.042	0.059	0.050	0.007	0.010	0.002	0.004	0.031	0.027	0.022	0.010	0.021	0.002	0.003	0.009	0.044	0.044	0.129	0.087	0.137	0.052
Soil_Type_24	0.000	0.000	0.001	0.007	0.000	0.000	0.006	0.000	0.000	0.004	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.005	0.000	0.005	0.000	0.000
Soil_Type_25	0.070	0.051	0.069	0.033	0.038	0.030	0.080	0.025	0.092	0.045	0.005	0.006	0.009	0.017	0.011	0.000	0.000	0.004	0.005	0.004	0.005	0.009	0.004	0.002	0.016	0.022	0.012	0.000	1.000	0.001	0.002	0.037	0.017	0.008	0.015	0.021	0.018	0.002	0.003	0.000	0.000	0.011	0.010	0.008	0.003	0.008	0.000	0.000	0.003	0.016	0.019	0.070	0.009	0.084	0.019
Soil_Type_26	0.066	0.022	0.053	0.079	0.057	0.024	0.040	0.163	0.044	0.055	0.002	0.003	0.004	0.008	0.005	0.000	0.000	0.001	0.002	0.001	0.002	0.004	0.001	0.000	0.007	0.011	0.006	0.000	0.001	1.000	0.000	0.018	0.008	0.004	0.007	0.010	0.009	0.000	0.000	0.000	0.000	0.005	0.004	0.003	0.000	0.003	0.000	0.000	0.000	0.008	0.178	0.034	0.004	0.041	0.009
Soil_Type_27	0.073	0.038	0.066	0.182	0.159	0.008	0.042	0.037	0.077	0.098	0.003	0.004	0.005	0.011	0.007	0.000	0.000	0.002	0.003	0.002	0.003	0.005	0.002	0.000	0.010	0.014	0.008	0.000	0.002	0.000	1.000	0.023	0.011	0.005	0.010	0.014	0.011	0.000	0.001	0.000	0.000	0.007	0.006	0.005	0.001	0.005	0.000	0.000	0.001	0.010	0.125	0.045	0.005	0.054	0.012
Soil_Type_28	0.111	0.206	0.234	0.100	0.091	0.084	0.222	0.079	0.321	0.090	0.042	0.054	0.070	0.136	0.089	0.015	0.000	0.039	0.043	0.033	0.044	0.072	0.038	0.022	0.126	0.177	0.101	0.000	0.037	0.018	0.023	1.000	0.137	0.067	0.122	0.173	0.146	0.020	0.028	0.008	0.013	0.090	0.079	0.064	0.031	0.062	0.008	0.010	0.026	0.129	0.096	0.526	0.071	0.438	0.153
Soil_Type_29	0.144	0.147	0.122	0.148	0.151	0.046	0.074	0.055	0.116	0.100	0.019	0.025	0.032	0.063	0.041	0.007	0.000	0.018	0.020	0.015	0.021	0.033	0.018	0.010	0.058	0.082	0.047	0.000	0.017	0.008	0.011	0.137	1.000	0.031	0.057	0.080	0.068	0.009	0.013	0.003	0.006	0.042	0.036	0.029	0.014	0.029	0.003	0.004	0.012	0.060	0.027	0.244	0.033	0.203	0.071
Soil_Type_3	0.154	0.258	0.189	0.033	0.044	0.070	0.068	0.038	0.103	0.107	0.009	0.012	0.016	0.031	0.020	0.003	0.000	0.009	0.010	0.007	0.010	0.016	0.009	0.005	0.029	0.040	0.023	0.000	0.008	0.004	0.005	0.067	0.031	1.000	0.028	0.039	0.033	0.004	0.006	0.000	0.002	0.020	0.018	0.014	0.007	0.014	0.000	0.001	0.006	0.029	0.025	0.128	0.016	0.112	0.042
Soil_Type_30	0.095	0.082	0.092	0.058	0.088	0.055	0.083	0.069	0.161	0.086	0.017	0.022	0.029	0.056	0.037	0.006	0.000	0.016	0.018	0.013	0.018	0.030	0.016	0.009	0.052	0.073	0.042	0.000	0.015	0.007	0.010	0.122	0.057	0.028	1.000	0.071	0.060	0.008	0.012	0.003	0.005	0.037	0.032	0.026	0.012	0.026	0.003	0.004	0.011	0.053	0.041	0.232	0.029	0.278	0.063
Soil_Type_31	0.106	0.102	0.187	0.132	0.105	0.126	0.133	0.143	0.183	0.141	0.025	0.031	0.041	0.080	0.052	0.008	0.000	0.023	0.025	0.019	0.026	0.042	0.022	0.013	0.074	0.104	0.059	0.000	0.021	0.010	0.014	0.173	0.080	0.039	0.071	1.000	0.085	0.012	0.017	0.004	0.007	0.053	0.046	0.037	0.018	0.036	0.004	0.006	0.015	0.075	0.049	0.328	0.041	0.373	0.089
Soil_Type_32	0.089	0.087	0.087	0.110	0.097	0.117	0.091	0.067	0.134	0.225	0.021	0.027	0.034	0.067	0.044	0.007	0.000	0.019	0.021	0.016	0.022	0.035	0.019	0.011	0.062	0.088	0.050	0.000	0.018	0.009	0.011	0.146	0.068	0.033	0.060	0.085	1.000	0.010	0.014	0.004	0.006	0.044	0.039	0.031	0.015	0.031	0.003	0.005	0.013	0.064	0.145	0.277	0.017	0.328	0.075
Soil_Type_33	0.032	0.034	0.050	0.017	0.012	0.023	0.036	0.163	0.044	0.015	0.002	0.003	0.004	0.009	0.006	0.000	0.000	0.002	0.002	0.001	0.002	0.005	0.002	0.000	0.008	0.012	0.007	0.000	0.002	0.000	0.000	0.020	0.009	0.004	0.008	0.012	0.010	1.000	0.000	0.000	0.000	0.006	0.005	0.004	0.001	0.004	0.000	0.000	0.000	0.009	0.103	0.039	0.004	0.046	0.010
Soil_Type_34	0.027	0.181	0.130	0.026	0.026	0.008	0.029	0.043	0.049	0.017	0.004	0.005	0.006	0.013	0.008	0.000	0.000	0.003	0.004	0.002	0.004	0.007	0.003	0.001	0.012	0.017	0.010	0.000	0.003	0.000	0.001	0.028	0.013	0.006	0.012	0.017	0.014	0.000	1.000	0.000	0.000	0.008	0.007	0.006	0.002	0.006	0.000	0.000	0.002	0.012	0.028	0.004	0.005	0.014	0.015
Soil_Type_35	0.041	0.042	0.047	0.013	0.009	0.017	0.023	0.070	0.035	0.017	0.000	0.000	0.000	0.003	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.001	0.000	0.000	0.003	0.005	0.002	0.000	0.000	0.000	0.000	0.008	0.003	0.000	0.003	0.004	0.004	0.000	0.000	1.000	0.000	0.002	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.025	0.016	0.001	0.019	0.004
Soil_Type_36	0.029	0.128	0.078	0.026	0.012	0.026	0.038	0.019	0.050	0.011	0.000	0.001	0.002	0.006	0.003	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.000	0.000	0.005	0.008	0.004	0.000	0.000	0.000	0.000	0.013	0.006	0.002	0.005	0.007	0.006	0.000	0.000	0.000	1.000	0.004	0.003	0.002	0.000	0.002	0.000	0.000	0.000	0.005	0.006	0.013	0.002	0.008	0.007
Soil_Type_37	0.045	0.363	0.409	0.064	0.047	0.047	0.087	0.070	0.109	0.069	0.013	0.016	0.021	0.042	0.027	0.004	0.000	0.012	0.013	0.010	0.013	0.022	0.012	0.006	0.038	0.054	0.031	0.000	0.011	0.005	0.007	0.090	0.042	0.020	0.037	0.053	0.044	0.006	0.008	0.002	0.004	1.000	0.024	0.019	0.009	0.019	0.001	0.002	0.008	0.039	0.024	0.013	0.014	0.015	0.047
Soil_Type_38	0.039	0.334	0.339	0.095	0.058	0.059	0.056	0.042	0.111	0.093	0.011	0.014	0.019	0.036	0.024	0.003	0.000	0.010	0.011	0.009	0.012	0.019	0.010	0.006	0.033	0.047	0.027	0.000	0.010	0.004	0.006	0.079	0.036	0.018	0.032	0.046	0.039	0.005	0.007	0.001	0.003	0.024	1.000	0.017	0.008	0.017	0.001	0.002	0.007	0.034	0.055	0.039	0.015	0.014	0.041
Soil_Type_39	0.027	0.222	0.628	0.045	0.019	0.046	0.076	0.187	0.091	0.042	0.009	0.011	0.015	0.029	0.019	0.003	0.000	0.008	0.009	0.007	0.009	0.015	0.008	0.004	0.027	0.038	0.022	0.000	0.008	0.003	0.005	0.064	0.029	0.014	0.026	0.037	0.031	0.004	0.006	0.000	0.002	0.019	0.017	1.000	0.006	0.013	0.000	0.001	0.005	0.028	0.241	0.028	0.049	0.024	0.033
Soil_Type_4	0.027	0.181	0.289	0.065	0.076	0.084	0.070	0.017	0.110	0.094	0.004	0.005	0.007	0.014	0.009	0.000	0.000	0.003	0.004	0.003	0.004	0.007	0.003	0.001	0.013	0.018	0.010	0.000	0.003	0.000	0.001	0.031	0.014	0.007	0.012	0.018	0.015	0.001	0.002	0.000	0.000	0.009	0.008	0.006	1.000	0.006	0.000	0.000	0.002	0.013	0.036	0.058	0.007	0.045	0.200
Soil_Type_5	0.025	0.315	0.342	0.020	0.028	0.017	0.116	0.043	0.155	0.015	0.009	0.011	0.015	0.029	0.019	0.002	0.000	0.008	0.009	0.007	0.009	0.015	0.008	0.004	0.026	0.037	0.021	0.000	0.008	0.003	0.005	0.062	0.029	0.014	0.026	0.036	0.031	0.004	0.006	0.000	0.002	0.019	0.017	0.013	0.006	1.000	0.000	0.001	0.005	0.027	0.055	0.119	0.015	0.093	0.409
Soil_Type_6	0.007	0.014	0.020	0.012	0.012	0.007	0.088	0.021	0.055	0.021	0.000	0.000	0.000	0.003	0.001	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.003	0.004	0.002	0.000	0.000	0.000	0.000	0.008	0.003	0.000	0.003	0.004	0.003	0.000	0.000	0.000	0.000	0.001	0.001	0.000	0.000	0.000	1.000	0.000	0.000	0.003	0.008	0.014	0.000	0.011	0.004
Soil_Type_7	0.004	0.010	0.027	0.017	0.018	0.015	0.045	0.011	0.048	0.036	0.000	0.000	0.001	0.004	0.002	0.000	0.000	0.000	0.000	0.000	0.000	0.002	0.000	0.000	0.004	0.006	0.003	0.000	0.000	0.000	0.000	0.010	0.004	0.001	0.004	0.006	0.005	0.000	0.000	0.000	0.000	0.002	0.002	0.001	0.000	0.001	0.000	1.000	0.000	0.004	0.011	0.018	0.001	0.015	0.005
Soil_Type_8	0.032	0.034	0.182	0.028	0.027	0.014	0.056	0.027	0.068	0.034	0.003	0.004	0.006	0.012	0.008	0.000	0.000	0.003	0.003	0.002	0.003	0.006	0.003	0.000	0.011	0.015	0.009	0.000	0.003	0.000	0.001	0.026	0.012	0.006	0.011	0.015	0.013	0.000	0.002	0.000	0.000	0.008	0.007	0.005	0.002	0.005	0.000	0.000	1.000	0.011	0.031	0.046	0.006	0.038	0.013
Soil_Type_9	0.180	0.514	0.547	0.153	0.307	0.235	0.217	0.067	0.238	0.265	0.018	0.023	0.031	0.060	0.039	0.006	0.000	0.017	0.019	0.014	0.019	0.031	0.017	0.009	0.055	0.077	0.044	0.000	0.016	0.008	0.010	0.129	0.060	0.029	0.053	0.075	0.064	0.009	0.012	0.003	0.005	0.039	0.034	0.028	0.013	0.027	0.003	0.004	0.011	1.000	0.090	0.245	0.031	0.029	0.539
Vertical_Distance_To_Hydrology	0.072	0.121	0.060	0.036	-0.132	-0.099	-0.039	0.624	-0.032	0.316	0.026	0.042	0.022	0.074	0.106	0.015	0.000	0.042	0.044	0.035	0.042	0.061	0.033	0.024	0.083	0.153	0.044	0.005	0.019	0.178	0.125	0.096	0.027	0.025	0.041	0.049	0.145	0.103	0.028	0.025	0.006	0.024	0.055	0.241	0.036	0.055	0.008	0.011	0.031	0.090	1.000	0.194	0.068	0.166	0.106
Wilderness_Area_0	0.226	0.345	0.288	0.199	0.231	0.103	0.407	0.113	0.483	0.216	0.080	0.102	0.133	0.243	0.170	0.028	0.001	0.046	0.082	0.058	0.049	0.070	0.073	0.042	0.115	0.046	0.129	0.000	0.070	0.034	0.045	0.526	0.244	0.128	0.232	0.328	0.277	0.039	0.004	0.016	0.013	0.013	0.039	0.028	0.058	0.119	0.014	0.018	0.046	0.245	0.194	1.000	0.134	0.833	0.290
Wilderness_Area_1	0.117	0.076	0.145	0.102	0.081	0.047	0.130	0.025	0.168	0.072	0.010	0.013	0.017	0.033	0.019	0.003	0.000	0.007	0.010	0.008	0.013	0.017	0.009	0.005	0.104	0.095	0.087	0.005	0.009	0.004	0.005	0.071	0.033	0.016	0.029	0.041	0.017	0.004	0.005	0.001	0.002	0.014	0.015	0.049	0.007	0.015	0.000	0.001	0.006	0.031	0.068	0.134	1.000	0.105	0.037
Wilderness_Area_2	0.198	0.162	0.222	0.126	0.134	0.064	0.283	0.165	0.422	0.127	0.063	0.034	0.141	0.202	0.204	0.019	0.000	0.050	0.058	0.049	0.041	0.047	0.053	0.050	0.111	0.023	0.137	0.000	0.084	0.041	0.054	0.438	0.203	0.112	0.278	0.373	0.328	0.046	0.014	0.019	0.008	0.015	0.014	0.024	0.045	0.093	0.011	0.015	0.038	0.029	0.166	0.833	0.105	1.000	0.227
Wilderness_Area_3	0.136	0.817	0.926	0.208	0.278	0.236	0.340	0.107	0.398	0.311	0.276	0.138	0.000	0.071	0.046	0.092	0.007	0.008	0.054	0.017	0.023	0.037	0.244	0.011	0.065	0.092	0.052	0.000	0.019	0.009	0.012	0.153	0.071	0.042	0.063	0.089	0.075	0.010	0.015	0.004	0.007	0.047	0.041	0.033	0.200	0.409	0.004	0.005	0.013	0.539	0.106	0.290	0.037	0.227	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Elevation	Aspect	Slope	Horizontal_Distance_To_Hydrology	Vertical_Distance_To_Hydrology	Horizontal_Distance_To_Roadways	Hillshade_9am	Hillshade_Noon	Hillshade_3pm	Horizontal_Distance_To_Fire_Points	Wilderness_Area_0	Soil_Type_11	Soil_Type_28	Soil_Type_29	Cover_Type
0	2596.0	51.0	3.0	258.0	0.0	510.0	221.0	232.0	148.0	6279.0	1.0	0.0	1.0	0.0	5
1	2590.0	56.0	2.0	212.0	-6.0	390.0	220.0	235.0	151.0	6225.0	1.0	0.0	1.0	0.0	5
2	2804.0	139.0	9.0	268.0	65.0	3180.0	234.0	238.0	135.0	6121.0	1.0	1.0	0.0	0.0	2
3	2785.0	155.0	18.0	242.0	118.0	3090.0	238.0	238.0	122.0	6211.0	1.0	0.0	0.0	1.0	2
4	2595.0	45.0	2.0	153.0	-1.0	391.0	220.0	234.0	150.0	6172.0	1.0	0.0	1.0	0.0	5
5	2579.0	132.0	6.0	300.0	-15.0	67.0	230.0	237.0	140.0	6031.0	1.0	0.0	1.0	0.0	2
6	2606.0	45.0	7.0	270.0	5.0	633.0	222.0	225.0	138.0	6256.0	1.0	0.0	1.0	0.0	5
7	2605.0	49.0	4.0	234.0	7.0	573.0	222.0	230.0	144.0	6228.0	1.0	0.0	1.0	0.0	5
8	2617.0	45.0	9.0	240.0	56.0	666.0	223.0	221.0	133.0	6244.0	1.0	0.0	1.0	0.0	5
9	2612.0	59.0	10.0	247.0	11.0	636.0	228.0	219.0	124.0	6230.0	1.0	0.0	1.0	0.0	5

	Elevation	Aspect	Slope	Horizontal_Distance_To_Hydrology	Vertical_Distance_To_Hydrology	Horizontal_Distance_To_Roadways	Hillshade_9am	Hillshade_Noon	Hillshade_3pm	Horizontal_Distance_To_Fire_Points	Wilderness_Area_2	Soil_Type_23	Soil_Type_30	Cover_Type
505344	3190.0	56.0	12.0	190.0	14.0	1597.0	228.0	214.0	117.0	1584.0	1.0	0.0	1.0	1
505345	3183.0	60.0	16.0	162.0	7.0	1595.0	231.0	205.0	102.0	1608.0	1.0	0.0	1.0	1
505346	3175.0	53.0	17.0	134.0	20.0	1593.0	227.0	203.0	104.0	1632.0	1.0	0.0	1.0	1
505347	3169.0	44.0	15.0	108.0	14.0	1591.0	222.0	205.0	114.0	1657.0	1.0	0.0	1.0	1
505348	3164.0	48.0	14.0	85.0	9.0	1590.0	224.0	209.0	116.0	1681.0	1.0	0.0	1.0	1
505349	3158.0	61.0	13.0	60.0	13.0	1590.0	230.0	211.0	111.0	1706.0	1.0	0.0	1.0	1
505350	3151.0	68.0	13.0	30.0	6.0	1590.0	233.0	214.0	111.0	1731.0	1.0	0.0	1.0	1
505351	3145.0	56.0	13.0	0.0	0.0	1591.0	228.0	213.0	116.0	1756.0	1.0	1.0	0.0	1
505352	3140.0	41.0	16.0	0.0	0.0	1593.0	221.0	204.0	114.0	1781.0	1.0	1.0	0.0	1
505353	3134.0	29.0	17.0	30.0	1.0	1595.0	211.0	200.0	120.0	1806.0	1.0	1.0	0.0	1

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)